deltaforge-real-time-cross-.../deltaforge/core.py

40 lines
1.6 KiB
Python

from __future__ import annotations
from typing import List
from .dsl import Asset, MarketSignal, PlanDelta, StrategyDelta
class Curator:
"""Simple central coordinator: enforces cross-venue delta neutrality
with a naive ADMM-lite style constraint. This is a minimal stub for MVP.
"""
def __init__(self, assets: List[Asset] = None):
self.assets = assets or []
def synthesize_plan(self, signals: List[MarketSignal], objectives: List[StrategyDelta]) -> PlanDelta:
"""Generate a PlanDelta given per-venue signals and desired strategy blocks.
The simplest cross-venue constraint: enforce sum of target_delta across blocks is ~0.
This is intentionally minimal for MVP demonstration.
"""
# naive aggregation: align target deltas to neutralize total delta
total_target = sum([sd.target_delta for sd in objectives]) if objectives else 0.0
# If not neutral, scale down deltas proportionally to achieve neutrality if possible
if total_target != 0:
factor = -total_target / max(1e-6, len(objectives))
adjusted = [StrategyDelta(
asset=sd.asset,
target_delta=sd.target_delta + factor,
risk_budget=sd.risk_budget,
objective=sd.objective,
timestamp=sd.timestamp,
) for sd in objectives]
else:
adjusted = objectives
plan = PlanDelta()
plan.hedges = adjusted
plan.total_cost = sum(abs(sd.target_delta) * 0.1 for sd in adjusted) # simplistic cost proxy
return plan